Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000008

The MH-36 locality cells most similar to this Pune cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.214

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000024

distance 0.214

#2 · Punecell 4900000572

distance 0.261

#3 · Solapurcell 4960008167

distance 0.284 · cross-district

#4 · Punecell 4900000389

distance 0.302

#5 · Punecell 4900000021

distance 0.302

#6 · Solapurcell 4960008389

distance 0.304 · cross-district

#7 · Punecell 4900000525

distance 0.305

#8 · Punecell 4900000422

distance 0.306

#9 · Punecell 4900000103

distance 0.308

#10 · Punecell 4900000607

distance 0.311

#11 · Punecell 4900000124

distance 0.313

#12 · Punecell 4900000164

distance 0.318

#13 · Kolhapurcell 4800005212

distance 0.32 · cross-district

#14 · Punecell 4900000515

distance 0.32

#15 · Kolhapurcell 4800004619

distance 0.323 · cross-district

#16 · Punecell 4900000718

distance 0.324

#17 · Punecell 4900000023

distance 0.324

#18 · Punecell 4900001209

distance 0.325

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":490,"cluster_id":4900000008}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.